Automatic Structure Discovery for Large Source Code

Name: Automatic Structure Discovery for Large Source Code
Brand: LAP Lambert Academic Publishing
SKU: 9783330086494
Price: 21674 HUF
Availability: InStock

Hierarchical clustering of source code for nested decomposition of software systems into subsystems

Szerző: Sarge Rogatch

Nyelv:

Kötés: Puha kötésű

Kiadó: LAP Lambert Academic Publishing

Elérhetőség: Beszállítói készleten

Küldés 5-8 napon belül

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In this work we attempt to infer software architecture from source code automatically. We have studi...

Információk a könyvről

Szerző

Sarge Rogatch

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2017

oldal

164

EAN

9783330086494

Enbook ID

18382533

Kiadó

LAP Lambert Academic Publishing

Súly

262

Méretek

150 x 220 x 10

Teljes leírás

In this work we attempt to infer software architecture from source code automatically. We have studied and used unsupervised learning methods for this, namely clustering. The state of the art source code (structure) analysis methods and tools were explored, and the ongoing research in software reverse architecting was studied. Graph clustering based on minimum cut trees is a recent algorithm which satisfies strong theoretical criteria and performs well in practice, in terms of both speed and accuracy. Its successful applications in the domain of Web and citation graphs were reported. To our knowledge, however, there has been no application of this algorithm to the domain of reverse architecting. Moreover, most of existing software artifact clustering research addresses legacy systems in procedural languages or C++, while we aim at modern object-oriented languages and the implied character of relations between software engineering artifacts. We consider the research direction important because this clustering method allows substantially larger tasks to be solved, which particularly means that we can cluster software engineering artifacts at class-level granularity.

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Automatic Structure Discovery for Large Source Code

Hierarchical clustering of source code for nested decomposition of software systems into subsystems

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